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Fixed docstring errors in gradcheck.py, forward_ad.py, profiler_util.py, profiler_legacy.py, functional.py, grad_mode.py, function.py #113266

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Fixed docstring errors in gradcheck.py, forward_ad.py, profiler_util.py, profiler_legacy.py, functional.py, grad_mode.py, function.py #113266

wants to merge 48 commits into from

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Fixes #112594

docstring updated.

Here are the output to with the number before and after.

  1. torch/autograd/forward_ad.py

Before :

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:23 in public function `enter_dual_level`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:23 in public function `enter_dual_level`:
        D401: First line should be in imperative mood; try rephrasing (found 'Function')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:42 in public function `exit_dual_level`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:42 in public function `exit_dual_level`:
        D401: First line should be in imperative mood; try rephrasing (found 'Function')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:62 in public function `make_dual`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:62 in public function `make_dual`:
        D400: First line should end with a period (not 'a')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:128 in public class `UnpackedDualTensor`:
        D204: 1 blank line required after class docstring (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:128 in public class `UnpackedDualTensor`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:128 in public class `UnpackedDualTensor`:
        D209: Multi-line docstring closing quotes should be on a separate line
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:134 in public function `unpack_dual`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:165 in public class `dual_level`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:165 in public class `dual_level`:
        D400: First line should end with a period (not 't')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:199 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:202 in public method `__exit__`:
        D105: Missing docstring in magic method
15

After:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:205 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/forward_ad.py:208 in public method `__exit__`:
        D105: Missing docstring in magic method
3
  1. torch/autograd/functional.py

Before:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:262 in public function `vjp`:
        D202: No blank lines allowed after function docstring (found 1)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:262 in public function `vjp`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:262 in public function `vjp`:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:262 in public function `vjp`:
        D401: First line should be in imperative mood; try rephrasing (found 'Function')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:359 in public function `jvp`:
        D202: No blank lines allowed after function docstring (found 1)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:359 in public function `jvp`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:359 in public function `jvp`:
        D400: First line should end with a period (not 'f')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:359 in public function `jvp`:
        D401: First line should be in imperative mood; try rephrasing (found 'Function')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:584 in public function `jacobian`:
        D401: First line should be in imperative mood; try rephrasing (found 'Function')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:841 in public function `hessian`:
        D202: No blank lines allowed after function docstring (found 1)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:841 in public function `hessian`:
        D401: First line should be in imperative mood; try rephrasing (found 'Function')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:973 in public function `vhp`:
        D202: No blank lines allowed after function docstring (found 1)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:973 in public function `vhp`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:973 in public function `vhp`:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:973 in public function `vhp`:
        D401: First line should be in imperative mood; try rephrasing (found 'Function')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:1076 in public function `hvp`:
        D202: No blank lines allowed after function docstring (found 1)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:1076 in public function `hvp`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:1076 in public function `hvp`:
        D400: First line should end with a period (not 'r')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:1076 in public function `hvp`:
        D401: First line should be in imperative mood; try rephrasing (found 'Function')
20

After:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/functional.py:1 at module level:
        D100: Missing docstring in public module
1
  1. torch/autograd/profiler_legacy.py

Before:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:27 in public class `profile`:
        D400: First line should end with a period (not 'd')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:29 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:62 in public method `config`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:74 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:86 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:103 in public method `__repr__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:108 in public method `__str__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:117 in public method `table`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:141 in public method `export_chrome_trace`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:148 in public method `export_stacks`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:154 in public method `key_averages`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:161 in public method `total_average`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:170 in public method `self_cpu_time_total`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:170 in public method `self_cpu_time_total`:
        D400: First line should end with a period (not 'f')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:180 in private nested function `_get_record_key`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:180 in private nested function `_get_record_key`:
        D400: First line should end with a period (not 'd')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:180 in private nested function `_get_record_key`:
        D401: First line should be in imperative mood (perhaps 'Return', not 'Returns')
18

After:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:29 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:62 in public method `config`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:74 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:86 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:103 in public method `__repr__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:108 in public method `__str__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:117 in public method `table`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:141 in public method `export_chrome_trace`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:148 in public method `export_stacks`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:154 in public method `key_averages`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_legacy.py:161 in public method `total_average`:
        D102: Missing docstring in public method
12
  1. torch/autograd/gradcheck.py

Before:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:27 in public class `GradcheckError`:
        D204: 1 blank line required after class docstring (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:27 in public class `GradcheckError`:
        D400: First line should end with a period (not '`')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:258 in private function `_get_numerical_jacobian`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:258 in private function `_get_numerical_jacobian`:
        D400: First line should end with a period (not 'f')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:258 in private function `_get_numerical_jacobian`:
        D401: First line should be in imperative mood (perhaps 'Compute', not 'Computes')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:308 in public function `get_numerical_jacobian`:
        D401: First line should be in imperative mood; try rephrasing (found 'Deprecated')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:459 in public function `get_numerical_jacobian_wrt_specific_input`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:488 in private function `_get_analytical_jacobian_forward_ad`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:488 in private function `_get_analytical_jacobian_forward_ad`:
        D400: First line should end with a period (not 't')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:488 in private function `_get_analytical_jacobian_forward_ad`:
        D401: First line should be in imperative mood (perhaps 'Compute', not 'Computes')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:816 in public function `get_analytical_jacobian`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:1944 in public function `gradcheck`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:1944 in public function `gradcheck`:
        D400: First line should end with a period (not 'l')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:2133 in public function `gradgradcheck`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:2133 in public function `gradgradcheck`:
        D400: First line should end with a period (not 's')
16

After:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:463 in public function `get_numerical_jacobian_wrt_specific_input`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/gradcheck.py:820 in public function `get_analytical_jacobian`:
        D103: Missing docstring in public function
3
  1. torch/autograd/function.py

Before:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:27 in public class `FunctionCtx`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:29 in public method `save_for_backward`:
        D401: First line should be in imperative mood (perhaps 'Save', not 'Saves')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:88 in public method `save_for_forward`:
        D401: First line should be in imperative mood (perhaps 'Save', not 'Saves')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:141 in public method `mark_dirty`:
        D401: First line should be in imperative mood (perhaps 'Mark', not 'Marks')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:177 in public method `mark_shared_storage`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:185 in public method `mark_non_differentiable`:
        D401: First line should be in imperative mood (perhaps 'Mark', not 'Marks')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:217 in public method `set_materialize_grads`:
        D401: First line should be in imperative mood (perhaps 'Set', not 'Sets')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:276 in public class `BackwardCFunction`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:277 in public method `apply`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:291 in public method `apply_jvp`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:308 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:322 in private method `forward`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:322 in private method `forward`:
        D400: First line should end with a period (not 's')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:322 in private method `forward`:
        D401: First line should be in imperative mood; try rephrasing (found 'This')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:384 in private method `backward`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:384 in private method `backward`:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:384 in private method `backward`:
        D401: First line should be in imperative mood (perhaps 'Define', not 'Defines')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:416 in private method `jvp`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:416 in private method `jvp`:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:416 in private method `jvp`:
        D401: First line should be in imperative mood (perhaps 'Define', not 'Defines')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:439 in public class `Function`:
        D400: First line should end with a period (not '`')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:472 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:482 in public method `__call__`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:505 in public method `vmap`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:505 in public method `vmap`:
        D400: First line should end with a period (not 'h')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:505 in public method `vmap`:
        D401: First line should be in imperative mood (perhaps 'Define', not 'Defines')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:536 in public method `apply`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:564 in public function `once_differentiable`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:612 in public function `traceable`:
        D401: First line should be in imperative mood (perhaps 'Mark', not 'Marks')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:626 in public class `InplaceFunction`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:627 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:741 in public class `NestedIOFunction`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:761 in public method `backward`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:768 in public method `forward`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:775 in public method `save_for_backward`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:780 in public method `saved_tensors`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:784 in public method `mark_dirty`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:787 in public method `mark_non_differentiable`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:790 in public method `forward_extended`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:793 in public method `backward_extended`:
        D102: Missing docstring in public method
41

After:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:27 in public class `FunctionCtx`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:177 in public method `mark_shared_storage`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:276 in public class `BackwardCFunction`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:277 in public method `apply`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:291 in public method `apply_jvp`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:308 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:471 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:481 in public method `__call__`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:536 in public method `apply`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:564 in public function `once_differentiable`:
        D103: Missing docstring in public function
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:626 in public class `InplaceFunction`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:627 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:741 in public class `NestedIOFunction`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:761 in public method `backward`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:768 in public method `forward`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:775 in public method `save_for_backward`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:780 in public method `saved_tensors`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:784 in public method `mark_dirty`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:787 in public method `mark_non_differentiable`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:790 in public method `forward_extended`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/function.py:793 in public method `backward_extended`:
        D102: Missing docstring in public method
22
  1. torch/autograd/profiler_util.py

Before:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:26 in public class `EventList`:
        D400: First line should end with a period (not ')')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:28 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:46 in public method `__str__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:70 in private method `_populate_cpu_children`:
        D202: No blank lines allowed after function docstring (found 1)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:70 in private method `_populate_cpu_children`:
        D205: 1 blank line required between summary line and description (found 0)
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:70 in private method `_populate_cpu_children`:
        D401: First line should be in imperative mood (perhaps 'Populate', not 'Populates')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:166 in public method `self_cpu_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:179 in public method `table`:
        D401: First line should be in imperative mood (perhaps 'Print', not 'Prints')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:210 in public method `export_chrome_trace`:
        D401: First line should be in imperative mood (perhaps 'Export', not 'Exports')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:266 in public method `supported_export_stacks_metrics`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:273 in public method `export_stacks`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:354 in private function `_format_time`:
        D400: First line should end with a period (not 't')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:354 in private function `_format_time`:
        D401: First line should be in imperative mood (perhaps 'Define', not 'Defines')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:365 in private function `_format_time_share`:
        D400: First line should end with a period (not 't')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:365 in private function `_format_time_share`:
        D401: First line should be in imperative mood (perhaps 'Define', not 'Defines')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:373 in private function `_format_memory`:
        D400: First line should end with a period (not 'g')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:373 in private function `_format_memory`:
        D401: First line should be in imperative mood (perhaps 'Return', not 'Returns')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:408 in public method `cpu_time`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:412 in public method `cuda_time`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:416 in public method `privateuse1_time`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:420 in public class `Interval`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:421 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:425 in public method `elapsed_us`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:435 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:488 in public method `append_kernel`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:504 in public method `set_cpu_parent`:
        D400: First line should end with a period (not 't')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:518 in public method `self_cpu_memory_usage`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:526 in public method `self_cuda_memory_usage`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:534 in public method `self_privateuse1_memory_usage`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:542 in public method `self_cpu_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:550 in public method `cuda_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:567 in public method `self_cuda_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:579 in public method `cpu_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:586 in public method `self_privateuse1_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:598 in public method `privateuse1_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:615 in public method `key`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:618 in public method `__repr__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:659 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:687 in public method `add`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:726 in public method `__iadd__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:729 in public method `__repr__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:763 in public class `StringTable`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:764 in public method `__missing__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:773 in public class `MemRecordsAcc`:
        D400: First line should end with a period (not 'l')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:775 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:783 in public method `in_interval`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:846 in private function `_build_table`:
        D401: First line should be in imperative mood (perhaps 'Print', not 'Prints')
48

After :

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:28 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:46 in public method `__str__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:166 in public method `self_cpu_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:266 in public method `supported_export_stacks_metrics`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:273 in public method `export_stacks`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:408 in public method `cpu_time`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:412 in public method `cuda_time`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:416 in public method `privateuse1_time`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:420 in public class `Interval`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:421 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:425 in public method `elapsed_us`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:435 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:488 in public method `append_kernel`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:518 in public method `self_cpu_memory_usage`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:526 in public method `self_cuda_memory_usage`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:534 in public method `self_privateuse1_memory_usage`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:542 in public method `self_cpu_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:550 in public method `cuda_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:567 in public method `self_cuda_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:579 in public method `cpu_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:586 in public method `self_privateuse1_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:598 in public method `privateuse1_time_total`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:615 in public method `key`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:618 in public method `__repr__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:659 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:687 in public method `add`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:726 in public method `__iadd__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:729 in public method `__repr__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:763 in public class `StringTable`:
        D101: Missing docstring in public class
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:764 in public method `__missing__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:775 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/profiler_util.py:783 in public method `in_interval`:
        D102: Missing docstring in public method
33
  1. torch/autograd/grad_mode.py

Before:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:73 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:78 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:82 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:133 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:137 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:182 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:187 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:190 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:193 in public method `clone`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:198 in public class `inference_mode`:
        D400: First line should end with a period (not 'e')
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:250 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:257 in public method `__new__`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:262 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:266 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:269 in public method `clone`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:301 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:306 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:309 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:312 in public method `clone`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:354 in private class `_unsafe_preserve_version_counter`:
        D400: First line should end with a period (not '!')
21

After:

/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:1 at module level:
        D100: Missing docstring in public module
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:73 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:78 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:82 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:133 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:137 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:182 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:187 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:190 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:193 in public method `clone`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:250 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:257 in public method `__new__`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:262 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:266 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:269 in public method `clone`:
        D102: Missing docstring in public method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:301 in public method `__init__`:
        D107: Missing docstring in __init__
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:306 in public method `__enter__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:309 in public method `__exit__`:
        D105: Missing docstring in magic method
/home/ubuntu/Desktop/Docathon/pytorch/torch/autograd/grad_mode.py:312 in public method `clone`:
        D102: Missing docstring in public method
19

@svekars @kit1980 @subramen

cc @svekars @carljparker

xanderex-sid and others added 22 commits November 3, 2023 19:53
@xanderex-sid
updating docstrings of 7 different .py files.
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updating docstrings of 7 different .py files.
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Update torch/autograd/functional.py
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Update torch/autograd/gradcheck.py
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Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
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Merge branch 'pytorch:main' into main
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@pytorchbot label "docathon-h2-2023 "

@pytorch-bot pytorch-bot bot added the docathon-h2-2023 Issues for the docathon in H2 2023 label Nov 8, 2023
@svekars svekars added the topic: not user facing topic category label Nov 8, 2023
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Please review this.
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@xanderex-sid xanderex-sid requested a review from kit1980 November 11, 2023 05:36
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Thanks for the quick updates, I made a few more suggestions

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xanderex-sid commented Nov 14, 2023
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I have done the suggested changes. Please review it.
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@albanD albanD removed their request for review November 14, 2023 16:12
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svekars commented Nov 14, 2023

@pytorchbot merge

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Merge started

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@albanD albanD albanD left review comments

@aaronenyeshi aaronenyeshi aaronenyeshi approved these changes

@soulitzer soulitzer soulitzer approved these changes

@kit1980 kit1980 kit1980 approved these changes

@svekars svekars Awaiting requested review from svekars

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ciflow/trunk Trigger trunk jobs on your pull request docathon-h2-2023 Issues for the docathon in H2 2023 medium Label for medium docathon tasks Merged module: docs Related to our documentation, both in docs/ and docblocks open source release notes: autograd release notes category triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
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